var
  bmp := BitmapFromString(496, 76, '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');

type
  TThreshMethod = (TM_Mean, TM_MinMax);

function ImThresholdAdaptive(bmp: Integer; Alpha, Beta: Byte; Method:TThreshMethod; C:Integer): T2DIntegerArray;
var
  W,H,x,y,i,cl,Color,IMin,IMax: Integer;
  Threshold,Counter: Integer;
  Temp: T2DIntegerArray;
  Tab: Array [0..256] of Byte;
begin
  if Alpha >= Beta then Exit;
  if Alpha > Beta then begin
    X := Beta;
    Beta := Alpha;
    Alpha := X;
  end;
  GetBitmapSize(bmp, W, H);
  SetLength(Result, H,W);
  SetLength(Temp, H+2,W+2);
  Dec(W); Dec(H);

  //Finding the threshold - While at it convert image to grayscale.
  Threshold := 0;
  Case Method of
    //Find the Arithmetic Mean / Average.
    TM_Mean:
    begin
      for y:=0 to H do
      begin
        Counter := 0;
        for x:=0 to W do
        begin
          cl := FastGetPixel(bmp, x, y);
          Color := Trunc((0.2126 * (cl and $FF)) +
                         (0.7152 * ((cl shr 8) and $FF)) +
                         (0.0722 * ((cl shr 16) and $FF)));
          Temp[y+1][x+1] := Color;
          Counter := Counter + Color;
        end;
        Threshold := Threshold + (Counter div W);
      end;
      if (C < 0) then Threshold := (Threshold div H) - Abs(C)
      else Threshold := (Threshold div H) + C;
    end;
    //Mean of Min and Max values
    TM_MinMax:
    begin
      cl := FastGetPixel(bmp, 0, 0);
      IMin := Trunc((0.2126 * (cl and $FF)) +
                    (0.7152 * ((cl shr 8) and $FF)) +
                    (0.0722 * ((cl shr 16) and $FF)));
      IMax := IMin;
      for y:=0 to H do
        for x:=0 to W do
        begin
          cl := FastGetPixel(bmp, x, y);
          Color := Trunc((0.2126 * (cl and $FF)) +
                         (0.7152 * ((cl shr 8) and $FF)) +
                         (0.0722 * ((cl shr 16) and $FF)));
          Temp[y+1][x+1] := Color;
          if Color < IMin then
            IMin := Color
          else if Color > IMax then
            IMax := Color;
        end;
      if (C < 0) then Threshold := ((IMax+IMin) div 2) - Abs(C)
      else Threshold := ((IMax+IMin) div 2) + C;
    end;
  end;
  Threshold := Max(0, Min(Threshold, 255)); //In range 0..255.

  for i:=0 to (Threshold-1) do Tab[i] := Alpha;
  for i:=Threshold to 255 do Tab[i] := Beta;

  for y:=1 to H do
    for x:=1 to W do
      Result[y-1][x-1] := Tab[Temp[y][x]];
  SetLength(Temp, 0);
end;

procedure DrawMatrixBitmap(bitmap: Integer; matrix: T2DIntegerArray);
var
  x, y, w, h: Integer;
begin
  h := High(matrix);
  for y := 0 to (h - 1) do
  begin
    w := High(matrix[y]);
    for x := 0 to (w - 1) do
      FastSetPixel(bitmap, x, y, matrix[y][x]);
  end;
end;

var
  matrix, res: T2DIntegerArray;
  w, h: integer;

begin
  getBitmapSize(bmp, w, h);

  res := ImThresholdAdaptive(bmp, 0, 255, TM_Mean, 50);
  drawMatrixBitmap(bmp, res);

  displayDebugImgWindow(496, 76);
  drawBitmapDebugImg(bmp);

  freeBitmap(bmp);
end.